@article{ART001605576},
author={Kwang-Young Kim and Kwak, Seung-Jin},
title={A Study on Personalized Search System Based on Subject Classification},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2011},
volume={45},
number={4},
pages={77-102},
doi={10.4275/KSLIS.2011.45.4.077}
TY - JOUR
AU - Kwang-Young Kim
AU - Kwak, Seung-Jin
TI - A Study on Personalized Search System Based on Subject Classification
JO - Journal of the Korean Society for Library and Information Science
PY - 2011
VL - 45
IS - 4
PB - 한국문헌정보학회
SP - 77
EP - 102
SN - 1225-598X
AB - The purpose of this study is to design, implement and evaluate a personalized search system using gathered information on users to provide more accurate search results. For this purpose, a hybrid-based user profile is constructed by using subject classification. In order to evaluate the performance of the proposed system, experts directly measured and evaluated MRR, MAP and usability by using the Korean journal articles of science and technology DB. Its performance was better than the general search system in the area of “Computer Science” and “Library and Information Science”. Especially better results were shown when tested on ambiguous keywords. Evaluation through in-depth interviews proved that the proposed personalized search system was more efficient in looking up and obtaining information. In addition, the proposed personalized search system provided a variety of recommendation systems which proved helpful in navigating for new information. High user satisfaction ratings on the proposed personalized search system were another proof of its usefulness. In this study, we were able to prove through expert evaluation that the proposed personalized search system was more efficient in information retrieval.
KW - Subject Classification;Personalized Search System;User Profile;Personalization
DO - 10.4275/KSLIS.2011.45.4.077
ER -
Kwang-Young Kim and Kwak, Seung-Jin. (2011). A Study on Personalized Search System Based on Subject Classification. Journal of the Korean Society for Library and Information Science, 45(4), 77-102.
Kwang-Young Kim and Kwak, Seung-Jin. 2011, "A Study on Personalized Search System Based on Subject Classification", Journal of the Korean Society for Library and Information Science, vol.45, no.4 pp.77-102. Available from: doi:10.4275/KSLIS.2011.45.4.077
Kwang-Young Kim, Kwak, Seung-Jin "A Study on Personalized Search System Based on Subject Classification" Journal of the Korean Society for Library and Information Science 45.4 pp.77-102 (2011) : 77.
Kwang-Young Kim, Kwak, Seung-Jin. A Study on Personalized Search System Based on Subject Classification. 2011; 45(4), 77-102. Available from: doi:10.4275/KSLIS.2011.45.4.077
Kwang-Young Kim and Kwak, Seung-Jin. "A Study on Personalized Search System Based on Subject Classification" Journal of the Korean Society for Library and Information Science 45, no.4 (2011) : 77-102.doi: 10.4275/KSLIS.2011.45.4.077
Kwang-Young Kim; Kwak, Seung-Jin. A Study on Personalized Search System Based on Subject Classification. Journal of the Korean Society for Library and Information Science, 45(4), 77-102. doi: 10.4275/KSLIS.2011.45.4.077
Kwang-Young Kim; Kwak, Seung-Jin. A Study on Personalized Search System Based on Subject Classification. Journal of the Korean Society for Library and Information Science. 2011; 45(4) 77-102. doi: 10.4275/KSLIS.2011.45.4.077
Kwang-Young Kim, Kwak, Seung-Jin. A Study on Personalized Search System Based on Subject Classification. 2011; 45(4), 77-102. Available from: doi:10.4275/KSLIS.2011.45.4.077
Kwang-Young Kim and Kwak, Seung-Jin. "A Study on Personalized Search System Based on Subject Classification" Journal of the Korean Society for Library and Information Science 45, no.4 (2011) : 77-102.doi: 10.4275/KSLIS.2011.45.4.077
